No. It is not changing faster than any time in history. The end of the ice age regularly saw temperature swings of 8-12C in global average temps in as little as a few decades. See Dansgaard-Oesger events, the Younger Dryas, etc. Also look into the early Holocene, where temps were markedly warmer than modern temps for more than 5000 years. This coincided with the advent of agriculture. But if you want to talk about post Bronze age climate events there's the Minoan Warm period, the Roman Warm period and the Medieval Warm period...all warmer than modern temps (all associated with boom times by the way). And then of course there's the sometimes dramatic cooling events in between, which are associated with droughts, disease and bad times for humanity.
Moderate heat does not increase odds of wildfires. The heat is a side effect of drought, which is the actual catalyst for wildfires. The wet tropics (rainforest) rarely experience wildfires unless induced by slash and burn techniques caused by humans. It is very hard to burn wet wood. I advise you to try it. Meanwhile it is very easy to burn dry wood in even the coldest regions of the earth, which is why burning wood has been used to keep humanity warm since the early stone age.
H2O is by far the strongest greenhouse gas and it not only can influence the climate in its gaseous water vapor form but it also exists naturally in the form of ice and liquid in massive quantities (the oceans). These oceans have Multi-decadal and multi-centennial oscillations that have dramatic influences on both temperatures and rainfall patterns around the world. Some of the most well documented ones are the Atlantic Multi-decadal Oscillation and the Pacific Decadal Oscillation but they are by no means the only way that oceans influence climate.
Warmer air can store more moisture in the air. Sure, it's called humidity, what of it? Rain falls from way up in the atmosphere where it is much, much cooler than surface temperatures on land.
Your assertion that increased humidity causes more droughts and reduced rainfall is dubious and not backed up by the existence of rainforests in humid tropical regions.